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list_parquet_files_tool

Read-only

Lists published HTTPS Parquet URLs and provenance for Odin SMR Level 2 observations, with snapshot-bound pagination and filters by project, product, year, month, and modes.

Instructions

List published HTTPS Parquet URLs and provenance with snapshot-bound pagination.

All filters apply, including when earlier partition levels are omitted. Follow next_token with identical filters; errors are not partial coverage.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "list_parquet_files_tool"
  }
}

Input Schema

NameRequiredDescriptionDefault
yearNo
limitNo
monthNo
productNo
projectNo
inv_modeNo
freq_modeNo
continuation_tokenNo

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover safety (readOnly, non-destructive, open-world), so credit goes to added context: snapshot-bound pagination semantics, the guarantee that filters are conjunctive across omitted partition levels, and that failures are not partial-coverage results. That is genuinely useful behavior not derivable from annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Short and front-loaded, which is good, but the compression costs clarity: 'errors are not partial coverage' is terse to the point of ambiguity, and the next_token/continuation_token mismatch is a structural defect rather than brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described, and pagination/consistency semantics are covered. What is missing is any meaning for the six filter parameters and the limit parameter, which is a significant gap for an eight-parameter listing tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, so the description must explain the eight parameters, but it only speaks of 'filters' generically without ever naming year, month, product, project, inv_mode, freq_mode, or limit. Worse, it calls the pagination parameter 'next_token' while the schema declares 'continuation_token', creating a real risk of an agent passing the wrong key.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: 'List published HTTPS Parquet URLs and provenance', which is concrete and distinguishes it from sibling readers like read_parquet_preview_tool. It does not explicitly name which sibling to prefer, so it falls short of 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives real pagination guidance ('Follow next_token with identical filters; errors are not partial coverage') and clarifies that all filters apply even when earlier partition levels are omitted. However, it never says when to use this versus list_partition_values_tool or the read_parquet_* tools, and it references 'next_token' rather than the actual 'continuation_token' parameter, which weakens the instruction.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.